submission_id: cgato-l3-thespice-8b-dpo_3142_v3
developer_uid: c.gato
status: inactive
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e13.2
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 200, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': True}
reward_formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
timestamp: 2024-05-31T11:02:53+00:00
model_name: cgato-l3-thespice-8b-dpo_3142_v3
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 6042
num_wins: 3155
celo_rating: 1210.16
safety_score: 0.83
propriety_score: 1.0
propriety_total_count: 2.0
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030277632.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: cgato-l3-thespice-8b-dpo_3142_v3
ineligible_reason: propriety_total_count < 5000
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e13.2
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-05-31
win_ratio: 0.5221780867262495
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer to finish
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ _____ __ __ ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ https://mk1.ai ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ belonging to: ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'list_files_info' (from 'huggingface_hub.hf_api') is deprecated and will be removed from version '0.23'. Use `list_repo_tree` and `get_paths_info` instead.
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: Downloaded to shared memory in 21.460s
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:02, 71.66it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 83.74it/s] Loading 0: 99%|█████████▊| 287/291 [00:02<00:00, 122.21it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: quantized model in 22.508s
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e13.2 in 45.551s
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v3
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v3/config.json
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v3/special_tokens_map.json
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v3/tokenizer_config.json
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v3/tokenizer.json
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v3/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:913: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:757: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: Saving duration: 0.294s
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.131s
cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v3_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer completed after 74.53s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-3142-v3-mkmlizer
Pipeline stage MKMLizer completed in 75.37s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-3142-v3
Waiting for inference service cgato-l3-thespice-8b-dpo-3142-v3 to be ready
Inference service cgato-l3-thespice-8b-dpo-3142-v3 ready after 40.27066135406494s
Pipeline stage ISVCDeployer completed in 46.04s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1962218284606934s
Received healthy response to inference request in 1.2981607913970947s
Received healthy response to inference request in 1.310422420501709s
Received healthy response to inference request in 1.2919831275939941s
Received healthy response to inference request in 1.2760493755340576s
5 requests
0 failed requests
5th percentile: 1.279236125946045
10th percentile: 1.2824228763580323
20th percentile: 1.2887963771820068
30th percentile: 1.2932186603546143
40th percentile: 1.2956897258758544
50th percentile: 1.2981607913970947
60th percentile: 1.3030654430389403
70th percentile: 1.3079700946807862
80th percentile: 1.487582302093506
90th percentile: 1.8419020652770997
95th percentile: 2.0190619468688964
99th percentile: 2.160789852142334
mean time: 1.4745675086975099
Pipeline stage StressChecker completed in 7.98s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.07s
Running pipeline stage DaemonicSafetyScorer
Pipeline stage DaemonicSafetyScorer completed in 0.03s
Running M-Eval for topic stay_in_character
cgato-l3-thespice-8b-dpo_3142_v3 status is now deployed due to DeploymentManager action
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_3142_v3 status is now inactive due to auto deactivation removed underperforming models

Usage Metrics

Latency Metrics